{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import time, datetime\n",
    "import numpy as np,pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.integrate import odeint\n",
    "from scipy.optimize import minimize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1 = pd.read_excel('./data/owid-covid-data.xlsx')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "China,America,India= df1[df1['location'] == 'China'],df1[df1['location'] == 'United States'],df1[df1['location'] == 'India']\n",
    "Japan,South_Africa,Israel = df1[df1['location'] == 'Japan'],df1[df1['location'] == 'South Africa'],df1[df1['location'] == 'Israel']\n",
    "Germany,World = df1[df1['location'] == 'Germany'],df1[df1['location'] == 'World']\n",
    "\n",
    "China,America,India = China.reset_index(),America.reset_index(),India.reset_index()\n",
    "Japan,South_Africa,Israel = Japan.reset_index(),South_Africa.reset_index(),Israel.reset_index()\n",
    "Germany,World = Germany.reset_index(),World.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x504 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'\\n0天:2020年1月22日\\n100天:2020年5月1日\\n200天:2020年8月9日\\n300天:2020年8月9日\\n400天:2020年11月17日\\n500天:2021年2月25日\\n'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "各国疫情累计确诊图\n",
    "'''\n",
    "fig, ax = plt.subplots(1,3,figsize=(14,7))\n",
    "ax[0].plot(China.index,China['total_cases'],label='China')\n",
    "# ax[0].plot(America.index,America['total_cases'],label='America')\n",
    "# ax.plot(India.index,India['total_cases'],label='India')\n",
    "ax[0].plot(Japan.index,Japan['total_cases'],label='Japan')\n",
    "ax[0].plot(South_Africa.index,South_Africa['total_cases'],label='South Africa')\n",
    "ax[0].plot(Israel.index,Israel['total_cases'],label='Israel')\n",
    "ax[0].plot(Germany.index,Germany['total_cases'],label='Germany')\n",
    "# ax.plot(World.index,World['total_cases'],label='World')\n",
    "ax[0].set_title(\"Before Put In America\")\n",
    "ax[0].set_xlabel('Days from discovery(2020-01-22)')\n",
    "ax[0].set_ylabel('Number of confirmed cases')\n",
    "ax[0].legend(fontsize=13)\n",
    "ax[0].grid(True)\n",
    "ax[0].set_xlim((0, 470))\n",
    "ax[0].annotate('Inflection point(1)', xy=(380,2.4e6), xytext=(290,3.2e6),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[0].annotate('Inflection point(2)', xy=(330,1.3e6), xytext=(240,2e6),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[0].annotate('Inflection point(3)', xy=(160,0.5e6), xytext=(80,1.4e6),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[0].annotate('Inflection point(4)', xy=(250,0.32e6), xytext=(250,1.4e6),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05)) \n",
    "\n",
    "ax[1].plot(China.index,China['total_cases'],label='China')\n",
    "ax[1].plot(Japan.index,Japan['total_cases'],label='Japan')\n",
    "ax[1].plot(South_Africa.index,South_Africa['total_cases'],label='South Africa')\n",
    "ax[1].plot(Israel.index,Israel['total_cases'],label='Israel')\n",
    "ax[1].plot(Germany.index,Germany['total_cases'],label='Germany')\n",
    "# ax.plot(World.index,World['total_cases'],label='World')\n",
    "ax[1].plot(America.index,America['total_cases'],label='America')\n",
    "ax[1].set_title(\"After Put In America\")\n",
    "ax[1].set_xlabel('Days from discovery(2020-01-22)')\n",
    "ax[1].set_ylabel('Number of confirmed cases')\n",
    "ax[1].legend(fontsize=13)\n",
    "ax[1].grid(True)\n",
    "ax[1].set_xlim((0, 470))\n",
    "ax[1].annotate('Inflection point(5)', xy=(350,2.7e7), xytext=(250,3.2e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[1].annotate('Inflection point(6)', xy=(250,0.7e7), xytext=(250,0.3e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[1].annotate('Inflection point(7)', xy=(150,0.3e7), xytext=(150,1e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "\n",
    "\n",
    "ax[2].plot(China.index,China['total_cases'],label='China')\n",
    "ax[2].plot(Japan.index,Japan['total_cases'],label='Japan')\n",
    "ax[2].plot(South_Africa.index,South_Africa['total_cases'],label='South Africa')\n",
    "ax[2].plot(Israel.index,Israel['total_cases'],label='Israel')\n",
    "ax[2].plot(Germany.index,Germany['total_cases'],label='Germany')\n",
    "# ax.plot(World.index,World['total_cases'],label='World')\n",
    "ax[2].plot(America.index,America['total_cases'],label='America')\n",
    "ax[2].plot(India.index,India['total_cases'],label='India')\n",
    "ax[2].set_title(\"After Put In India\")\n",
    "ax[2].set_xlabel('Days from discovery(2020-01-22)')\n",
    "ax[2].set_ylabel('Number of confirmed cases')\n",
    "ax[2].legend(fontsize=13)\n",
    "ax[2].grid(True)\n",
    "ax[2].set_xlim((0, 470))\n",
    "ax[2].annotate('Inflection point(8)', xy=(420,1.2e7), xytext=(220,1.5e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[2].annotate('Inflection point(9)', xy=(270,0.7e7), xytext=(290,0.3e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "ax[2].annotate('Inflection point(10)', xy=(180,0.14e7), xytext=(110,1e7),\n",
    "            arrowprops=dict(facecolor='r', shrink=0.05))\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "'''\n",
    "0天:2020年1月22日\n",
    "100天:2020年5月1日\n",
    "200天:2020年8月9日\n",
    "300天:2020年8月9日\n",
    "400天:2020年11月17日\n",
    "500天:2021年2月25日\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "'''\n",
    "各国疫情新增图\n",
    "'''\n",
    "tag = 'new_cases'\n",
    "fig, ax = plt.subplots(figsize=(14,7))\n",
    "ax.plot(China.index,China[tag],label='China')\n",
    "ax.plot(America.index,America[tag],label='America')\n",
    "ax.plot(India.index,India[tag],label='India')\n",
    "ax.plot(Japan.index,Japan[tag],label='Japan')\n",
    "ax.plot(South_Africa.index,South_Africa[tag],label='South_Africa')\n",
    "ax.plot(Israel.index,Israel[tag],label='Israel')\n",
    "ax.plot(Germany.index,Germany[tag],label='Germany')\n",
    "ax.set_title(\"COVID-19 Countries with different numbers of people added every day\")\n",
    "ax.set_xlabel('Days from discovery(2020-01-22)')\n",
    "ax.set_ylabel('Number')\n",
    "ax.legend(fontsize=13)\n",
    "ax.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "China['total_vaccinations'] = China['total_vaccinations'].fillna(method='ffill')     # 用前一行填充\n",
    "America['total_vaccinations'] = America['total_vaccinations'].fillna(method='ffill') # 用前一行填充\n",
    "India['total_vaccinations'] = India['total_vaccinations'].fillna(method='ffill')     # 用前一行填充\n",
    "Japan['total_vaccinations'] = Japan['total_vaccinations'].fillna(method='ffill')     # 用前一行填充\n",
    "South_Africa['total_vaccinations'] = South_Africa['total_vaccinations'].fillna(method='ffill') # 用前一行填充\n",
    "Israel['total_vaccinations'] = Israel['total_vaccinations'].fillna(method='ffill')   # 用前一行填充\n",
    "Germany['total_vaccinations'] = Germany['total_vaccinations'].fillna(method='ffill') # 用前一行填充\n",
    "World['total_vaccinations'] = World['total_vaccinations'].fillna(method='ffill')     # 用前一行填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "'''\n",
    "各国疫苗接种\n",
    "'''\n",
    "fig, ax = plt.subplots(figsize=(14,7))\n",
    "ax.plot(China.index,China['total_vaccinations'],label='China')\n",
    "ax.plot(America.index,America['total_vaccinations'],label='America')\n",
    "ax.plot(India.index,India['total_vaccinations'],label='India')\n",
    "ax.plot(Japan.index,Japan['total_vaccinations'],label='Japan')\n",
    "ax.plot(South_Africa.index,South_Africa['total_vaccinations'],label='South_Africa')\n",
    "ax.plot(Israel.index,Israel['total_vaccinations'],label='Israel')\n",
    "ax.plot(Germany.index,Germany['total_vaccinations'],label='Germany')\n",
    "ax.set_title(\"COVID-19 Countries with different numbers of people vaccinated every day\")\n",
    "ax.set_xlabel('Days from discovery(2020-01-22)')\n",
    "ax.set_ylabel('Number of inoculations')\n",
    "ax.legend(fontsize=13)\n",
    "ax.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "United States：beta=0.10990160785615419,gamma=0.07142857142857142,σ=1.5386225099861588\n",
      "China：beta=0.09758689820766421,gamma=0.07142857142857142,σ=1.366216574907299\n",
      "India：beta=0.10892801038920852,gamma=0.07142857142857142,σ=1.5249921454489193\n",
      "Japan：beta=0.10100585177540754,gamma=0.07142857142857142,σ=1.4140819248557055\n",
      "South Africa：beta=0.2,gamma=0.07142857142857142,σ=2.8000000000000003\n",
      "Israel：beta=0.2,gamma=0.07142857142857142,σ=2.8000000000000003\n",
      "Germany：beta=0.10521804258227324,gamma=0.07142857142857142,σ=1.4730525961518255\n",
      "World：beta=0.11310077829286436,gamma=0.07142857142857142,σ=1.583410896100101\n"
     ]
    }
   ],
   "source": [
    "'''\n",
    "各国SIR模型的参数确定\n",
    "'''\n",
    "\n",
    "class estimationInfectionProb():\n",
    "    def __init__(self, estUsedTimeIndexBox, nContact, gamma ,data):\n",
    "        self.timeRange = np.array([i for i in range(estUsedTimeIndexBox[0], estUsedTimeIndexBox[1] + 1)])\n",
    "        self.nContact, self.gamma ,self.data = nContact, gamma ,data\n",
    "        self.dataStartTimeStep = 0\n",
    "\n",
    "    def setInitSolution(self, x0):\n",
    "        self.x0 = 0.04\n",
    "\n",
    "    def costFunction(self, infectionProb):\n",
    "        res = np.array(np.exp((infectionProb * self.nContact - self.gamma) * self.timeRange) - \\\n",
    "                       self.data.loc[self.timeRange - self.dataStartTimeStep, 'total_cases'])\n",
    "        return (res ** 2).sum() / self.timeRange.size\n",
    "\n",
    "    def optimize(self):\n",
    "        self.solution = minimize(self.costFunction, self.x0, method='nelder-mead', options={'xtol': 1e-8, 'disp': False})\n",
    "        return self.getSolution()\n",
    "\n",
    "    def getSolution(self):\n",
    "        return self.solution.x\n",
    "\n",
    "    def getBasicReproductionNumber(self):\n",
    "        self.basicReproductionNumber = self.nContact * self.solution.x[0] / (self.gamma)\n",
    "        print(\"basic reproduction number:\", self.basicReproductionNumber)\n",
    "        return self.basicReproductionNumber\n",
    "\n",
    "def getBeta(start_time,end_time,data):\n",
    "    gamma = 1 / 14\n",
    "    # 计算beta\n",
    "    startTime = datetime.datetime.strptime(start_time, \"%Y-%m-%d\")\n",
    "    estUsedTimeBox = [datetime.datetime.strptime(start_time, \"%Y-%m-%d\"),datetime.datetime.strptime(end_time, \"%Y-%m-%d\")]\n",
    "    estUsedTimeIndexBox = [(t - startTime).days for t in estUsedTimeBox]\n",
    "    nContact, gamma = int(5), gamma\n",
    "    estInfectionProb = estimationInfectionProb(estUsedTimeIndexBox, nContact, gamma ,data)\n",
    "    estInfectionProb.setInitSolution(0.04)\n",
    "    infectionProb = estInfectionProb.optimize()\n",
    "    # SIR参数\n",
    "    beta = float(infectionProb) * nContact\n",
    "    σ = beta / gamma\n",
    "    print(\"{}：beta={},gamma={},σ={}\".format(data['location'][0],beta, gamma, σ))\n",
    "    return beta,gamma,σ\n",
    "\n",
    "Ls = ['America','China','India','Japan','South_Africa','Israel','Germany','World']\n",
    "\n",
    "from collections import defaultdict\n",
    "Result = defaultdict(list)\n",
    "for i in Ls:\n",
    "    Result[i].append(getBeta(eval(i)['date'][0],eval(i)['date'][max(eval(i).index)],eval(i)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def SIR(sir, t, beta, gamma):\n",
    "    S, I, R = sir\n",
    "    dsdt = - beta * S * I\n",
    "    didt = beta * S * I - gamma * I\n",
    "    drdt = gamma * I\n",
    "    return [dsdt, didt, drdt]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "America:疫情结束的时间:2022-04-01 00:00:00,最终感染的人数:23176390,因为新冠疫情最终死亡的人数:4017901\n",
      "China:疫情结束的时间:2022-04-01 00:00:00,最终感染的人数:57069956,因为新冠疫情最终死亡的人数:13887481\n",
      "India:疫情结束的时间:2022-04-09 00:00:00,最终感染的人数:93206510,因为新冠疫情最终死亡的人数:16514557\n",
      "Japan:疫情结束的时间:2022-04-01 00:00:00,最终感染的人数:6046303,因为新冠疫情最终死亡的人数:1316031\n",
      "South_Africa:疫情结束的时间:2021-07-17 00:00:00,最终感染的人数:16311789,因为新冠疫情最终死亡的人数:1097181\n",
      "Israel:疫情结束的时间:2021-07-15 00:00:00,最终感染的人数:2381307,因为新冠疫情最终死亡的人数:160124\n",
      "Germany:疫情结束的时间:2022-04-06 00:00:00,最终感染的人数:4875250,因为新冠疫情最终死亡的人数:946064\n",
      "World:疫情结束的时间:2022-04-01 00:00:00,最终感染的人数:609581790,因为新冠疫情最终死亡的人数:98669004\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2016x1008 with 8 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "j = 0\n",
    "x,y = 0,0\n",
    "fig, ax = plt.subplots(4,2,figsize=(28, 14))\n",
    "for i in Ls:\n",
    "    start_time = eval(i)['date'][0]\n",
    "    end_time = eval(i)['date'][max(eval(i).index)]\n",
    "    nContact, gamma = int(5), 1/14\n",
    "    t = np.arange(0, 800)\n",
    "    N = max(eval(i)['population'])\n",
    "    R0 = min(eval(i)[eval(i)['total_deaths'] > 0]['total_deaths']) / N\n",
    "    I0 = min(eval(i)[eval(i)['total_cases'] > 0]['total_cases']) / N\n",
    "    S0 = 1 - R0 - I0\n",
    "    beta = Result[i][0][0]\n",
    "    died_cure_radio = 0.02\n",
    "    result = odeint(SIR, [S0, I0, R0], t, args=(beta, gamma))\n",
    "    St, It, Rt = result[:, 0], result[:, 1], result[:, 2]\n",
    "    \n",
    "    ax[x][y].plot(t, St, c=\"g\", label=\"Ratio of susceptible population\")\n",
    "    ax[x][y].plot(t, It, c=\"r\", label=\"Ratio of infected population\")\n",
    "    ax[x][y].plot(t, Rt, c=\"b\", label=\"Ratio of people removed\")\n",
    "    ax[x][y].grid(True)\n",
    "    ax[x][y].set_title(\n",
    "        \"{} SIR Model with S0 =[{:3f}] I0 =[{:3f}] R0 = [{:3f}] gamma = [{:2f}] beta = [{:2f}]\".format(Ls[j],S0, I0, R0, gamma, beta))\n",
    "    ax[x][y].set_xlabel('Days from {}'.format(start_time))\n",
    "    ax[x][y].set_ylabel('Ratio'.format(start_time))\n",
    "    need_day = datetime.timedelta(days=int(np.sum(It >= 0))).days\n",
    "    over_Time = datetime.datetime.strptime(start_time, \"%Y-%m-%d\") + datetime.timedelta(days=int(np.sum(It >= 0)))\n",
    "    max_infected_day = It.tolist().index(max(It))\n",
    "    number_of_infected = int(np.ceil(np.max(It) * N))\n",
    "    number_of_died = int(np.ceil(np.max(Rt) * N * died_cure_radio))\n",
    "    ax[x][y].annotate('Epidemic climax', (max_infected_day, It[max_infected_day]), xytext=(90, 0.3),textcoords='offset points',arrowprops={\n",
    "        'headwidth': 10,\n",
    "        'headlength': 5,\n",
    "        'width': 4,\n",
    "        'facecolor': 'r',\n",
    "        'shrink': 0.1,\n",
    "    })\n",
    "    print('{}:疫情结束的时间:{},最终感染的人数:{},因为新冠疫情最终死亡的人数:{}'.format(i,over_Time, number_of_infected, number_of_died))\n",
    "    \n",
    "    j+=1\n",
    "    if x == 0 and y == 0:\n",
    "        x,y = 0,1\n",
    "    elif  x == 0 and y == 1:\n",
    "        x,y = 1,0\n",
    "    elif  x == 1 and y == 0:\n",
    "        x,y = 1,1\n",
    "    elif  x == 1 and y == 1:\n",
    "        x,y = 2,0\n",
    "    elif  x == 2 and y == 0:\n",
    "        x,y = 2,1\n",
    "    elif  x == 2 and y == 1:\n",
    "        x,y = 3,0\n",
    "    elif  x == 3 and y == 0:\n",
    "        x,y = 3,1\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
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